Mastering Language Models with Andriy Burkov: A Hands-On Journey Through PyTorch and Theory

The rise of large language models (LLMs) has reshaped modern artificial intelligence. But how do they really work, and how can we build or fine-tune one ourselves? Andriy Burkov’s Mastering Language Models offers a uniquely approachable and deeply practical guide for anyone eager to understand and apply language modeling—from theory to PyTorch code. A Personal Journey Into Language Modeling The book begins with Burkov’s own journey, from his fascination with meaning in language to the breakthroughs of his PhD thesis, where neural language models outperformed n-grams—an idea once considered unthinkable.…

A Book About Getting Things Done: A Review of Eat That Frog! by Brian Tracy

Have you ever stared at a daunting task all day, only to find you’ve done everything but that task? That’s your “frog”—the biggest, ugliest, most important job you’re avoiding. Brian Tracy’s Eat That Frog! Offers a no-nonsense, highly actionable system to beat procrastination and supercharge productivity. Here’s what the book teaches, unpacked into key takeaways and practices. Why You Should “Eat That Frog” First Thing Every Day The central metaphor of the book is simple: tackle your most challenging, most valuable task (your “frog”) first thing in the day. This…